Peng Yu,    Ph.D.  2008 Harvard-MIT Division of Health Sciences and Technology Massachusetts Institute of Technology Medical Vision Group Computer Science and Artificial Intelligence Laboratory Massachusetts Institute of Technology Cambridge, MA, 02139 FreeSurfer Group Athinoula A. Martinos Center for Biomedical Imaging Massachusetts General Hospital Charlestown, MA, 02149 Email: pengyu [at] csail [dot] mit [dot] edu Research Publications Teaching Media CV Misc

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Research

I have participated in a variety of research projects on statistical analysis of brain structures and computer-aided diagnosis based on magnetic resonance images in the Athinoula A. Martinos Center for Biomedical Imaging at Massachusetts General Hospital. I work with Bruce Fischl (thesis advisor), Polina Golland and Bruce Rosen. The goal of my thesis work is to develop an automated procedure for detecting and modeling morphological changes of neuroanatomical structures associated with neurodevelopment and various neurological diseases for accurate diagnosis and proper treatments. To this end, I have developed and applied techniques in different areas, including medical image analysis, computer vision, and statistical machine learning, to solve problems in medical image analysis applications. Please see details in my CV.

Publications

B.T.T. Yeo, P. Yu, P.E. Grant, B. Fischl, P. Golland. Shape Analysis with Overcomplete Spherical Wavelets. Int Conf Med Image Comput Comput Assist Interv (MICCAI), Volume 5241 of LNCS:468-476, 2008.
P. Yu, B.T.T. Yeo, P.E. Grant, B. Fischl, P. Golland, Cortical Folding Development Study Based On Over-complete Spherical Wavelets, Proceedings of the IEEE International Conference on Computer Vision, Rio de Janeiro, MMBIA 2007, oral presentation.
P. Yu, et al., Cortical Surface Shape Analysis Based on Spherical Wavelets, IEEE Transaction on Medical Imaging, 26(4):582-598, 2007 PDF
P. Yu, X. Han, F. Segonne, A. K. Liu, R. A. Poldrack, P. Golland, and B. Fischl, Shape-based Discrimination and Classification of Cortical surface. International Conference on Pattern Recognition 2006, Hong Kong, P.R.China, Aug. 2006 (oral presentation). PDF
P. Yu, X. Han, F. Segonne, R. L. Buckner, R. Pienaar, P. Golland, P. E. Grant and B. Fischl, Cortical Surface Shape Analysis Based on Spherical Wavelet Transformation. IEEE Computer Society Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA 2006), New York City, NY, June 2006 (oral presentation). PDF
P. Yu, F. Segonne, X. Han, B. Fischl, Shape Analysis of Neuroanatomical Structures Based on Spherical Wavelets. 11th Annual Meeting of the Organization of Human Brain Mapping (HBM), Toronto, Canada, June 2005.
P. Yu, D.H. Salat, P. Golland, D. S. Tuch, H. D. Rosas, B. Fischl, Subdividing the Corpus Callosum Based on Morphometry and Diffusion Anisotropy. International Society for Magnetic Resonance in Medicine (ISMRM), Miami, Florida, May 2005 (Abstract).

Teaching

Applied Nuclear Physics: Assisted in preparing course materials and grading homework; organized weekly recitations, reviews, and office hours.
Nuclear Engineering Laboratory: Instructed labs and graded lab reports.

In the media

Our research work in reported by:
    MIT Tech Talk Model helps researchers 'see' brain development
Chinese Xinhua news agency http://news.xinhuanet.com/world/2007-04/13/content_5972192.htm
    United Press International Scientists seek 'see' brain development
    HMS Focus HST Forum: Decoding Health and Disease
http://www.medicalnewstoday.com
http://www.medilexicon.com
http://www.hospitalsworldwide.com

Misc

MIT Tech Dumpling Making